Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models

Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha

Abstract: Directed graphical models (DGMs) are a class of probabilistic models that are widely used for predictive analysis in sensitive domains such as medical diagnostics. In this paper, we present an algo...